Part2_Regression_Model
Sharika Loganathan
2022-12-08
Load packages
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## - Online documentation and vignettes at mc-stan.org/bayesplot
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## options(mc.cores = parallel::detectCores())library(coefplot)##
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##
## invlogitlibrary(splines)Read data
df <- readr::read_csv("fall2022_finalproject.csv", col_names = TRUE)## Rows: 1252 Columns: 11
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (1): m
## dbl (10): x1, x2, x3, x4, v1, v2, v3, v4, v5, output
##
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.head(df)## # A tibble: 6 × 11
## x1 x2 x3 x4 v1 v2 v3 v4 v5 m output
## <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <chr> <dbl>
## 1 0.0259 0.256 0.493 0.0128 0.276 0.0337 1.17 0.408 0.525 A 0.786
## 2 0.0308 0.262 0.498 0.0558 0.343 0.0271 1.26 0.664 2.87 A 0.73
## 3 0.0193 0.0209 0.258 0.0124 5.00 0.0303 1.30 0.413 0.409 A 0.996
## 4 0.306 0.0334 0.255 0.0562 5.09 0.0523 1.32 0.652 0.862 A 0.326
## 5 0.0313 0.259 0.264 0.0566 5.03 0.518 1.37 0.534 6.45 A 0.735
## 6 0.0311 0.0271 0.261 0.0552 9.98 0.532 1.30 0.858 0.959 A 0.954df %>% glimpse()## Rows: 1,252
## Columns: 11
## $ x1 <dbl> 0.025878, 0.030768, 0.019325, 0.306212, 0.031296, 0.031073, 0.0…
## $ x2 <dbl> 0.255934, 0.261575, 0.020877, 0.033379, 0.259342, 0.027119, 0.0…
## $ x3 <dbl> 0.492830, 0.498460, 0.258360, 0.255385, 0.264387, 0.260915, 0.0…
## $ x4 <dbl> 0.012770, 0.055779, 0.012424, 0.056190, 0.056594, 0.055192, 0.0…
## $ v1 <dbl> 0.275651, 0.343204, 4.998508, 5.090153, 5.031107, 9.977407, 0.2…
## $ v2 <dbl> 0.033657, 0.027082, 0.030259, 0.052342, 0.517705, 0.532436, 1.0…
## $ v3 <dbl> 1.166214, 1.260579, 1.298285, 1.322005, 1.368195, 1.298797, 1.1…
## $ v4 <dbl> 0.408402, 0.664248, 0.412870, 0.652111, 0.533701, 0.857509, 0.6…
## $ v5 <dbl> 0.525226, 2.866343, 0.409007, 0.861594, 6.451933, 0.958574, 0.2…
## $ m <chr> "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A"…
## $ output <dbl> 0.786, 0.730, 0.996, 0.326, 0.735, 0.954, 0.969, 0.986, 0.874, …You are required as part of the project to explore the data. Your
exploration will demonstrate that output, the continuous
response, is between 0 and 1. Because of this, it is highly
recommended that you transform the continuous response before
training regression models. You should use the logit transformation to
convert the lower and upper bounded output variable to an
unbounded variable. The regression models should be trained to predict
the logit-transformed response. The code chunk below shows how to
calculate the unbounded response, y, as the logit
transformation of the output variable.
df_reg <- df %>%
mutate(
x5 = 1 - (x1 + x2 + x3 + x4),
w = x2 / (x3 + x4),
z = (x1 + x2) / (x5 + x4),
t = v1 * v2,
y = boot::logit(output)
) %>%
select(x1,x2,x3,x4,v1,v2,v3,v4,v4,v5,x5,w,z,t,m,y) %>%
glimpse()## Rows: 1,252
## Columns: 15
## $ x1 <dbl> 0.025878, 0.030768, 0.019325, 0.306212, 0.031296, 0.031073, 0.02440…
## $ x2 <dbl> 0.255934, 0.261575, 0.020877, 0.033379, 0.259342, 0.027119, 0.03183…
## $ x3 <dbl> 0.492830, 0.498460, 0.258360, 0.255385, 0.264387, 0.260915, 0.02205…
## $ x4 <dbl> 0.012770, 0.055779, 0.012424, 0.056190, 0.056594, 0.055192, 0.05575…
## $ v1 <dbl> 0.275651, 0.343204, 4.998508, 5.090153, 5.031107, 9.977407, 0.23012…
## $ v2 <dbl> 0.033657, 0.027082, 0.030259, 0.052342, 0.517705, 0.532436, 1.00521…
## $ v3 <dbl> 1.166214, 1.260579, 1.298285, 1.322005, 1.368195, 1.298797, 1.16544…
## $ v4 <dbl> 0.408402, 0.664248, 0.412870, 0.652111, 0.533701, 0.857509, 0.69071…
## $ v5 <dbl> 0.525226, 2.866343, 0.409007, 0.861594, 6.451933, 0.958574, 0.20876…
## $ x5 <dbl> 0.212588, 0.153418, 0.689014, 0.348834, 0.388381, 0.625701, 0.86595…
## $ w <dbl> 0.50619858, 0.47195344, 0.07709835, 0.10712990, 0.80796683, 0.08579…
## $ z <dbl> 1.25050808, 1.39745312, 0.05731369, 0.83844661, 0.65315580, 0.08546…
## $ t <dbl> 0.009277586, 0.009294651, 0.151249854, 0.266428788, 2.604629249, 5.…
## $ m <chr> "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A…
## $ y <dbl> 1.3009808, 0.9946226, 5.5174529, -0.7263327, 1.0201407, 3.0320223, …Models using the “base feature”
All linear additive features
mod_01 <- lm(y ~ x1+x2+x3+x4+v1+v2+v3+v4+v5+m , data = df_reg)
broom::glance(mod_01)## # A tibble: 1 × 12
## r.squ…¹ adj.r…² sigma stati…³ p.value df logLik AIC BIC devia…⁴ df.re…⁵
## <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <int>
## 1 0.0459 0.0359 2.27 4.59 9.79e-8 13 -2797. 5623. 5700. 6386. 1238
## # … with 1 more variable: nobs <int>, and abbreviated variable names
## # ¹r.squared, ²adj.r.squared, ³statistic, ⁴deviance, ⁵df.residualcoefplot::coefplot(mod_01)
Interaction of the categorical input with all continuous inputs
mod_02 <- lm(y ~ m *(x1 + x2 + x3 + x4+v1+v2+v3+v4+v5) , data = df_reg)
broom::glance(mod_02)## # A tibble: 1 × 12
## r.squ…¹ adj.r…² sigma stati…³ p.value df logLik AIC BIC devia…⁴ df.re…⁵
## <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <int>
## 1 0.0711 0.0332 2.27 1.88 2.93e-4 49 -2780. 5662. 5923. 6218. 1202
## # … with 1 more variable: nobs <int>, and abbreviated variable names
## # ¹r.squared, ²adj.r.squared, ³statistic, ⁴deviance, ⁵df.residualcoefplot::coefplot(mod_02)
All pair-wise interactions of the continuous inputs
mod_03 <- lm( y ~ (x1 + x2 + x3 + x4+v1+v2+v3+v4+v5)^2, data = df_reg)
broom::glance(mod_03)## # A tibble: 1 × 12
## r.squared adj.r.squa…¹ sigma stati…² p.value df logLik AIC BIC devia…³
## <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 0.114 0.0809 2.22 3.45 5.56e-13 45 -2750. 5594. 5836. 5931.
## # … with 2 more variables: df.residual <int>, nobs <int>, and abbreviated
## # variable names ¹adj.r.squared, ²statistic, ³deviancecoefplot::coefplot(mod_03)
Models using the “expanded feature”/ Derived feature
Linear additive features
mod_04 <- lm( y ~ (x5+w+t+z+m), data = df_reg)
broom::glance(mod_04)## # A tibble: 1 × 12
## r.squared adj.r.squ…¹ sigma stati…² p.value df logLik AIC BIC devia…³
## <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 0.346 0.341 1.88 82.0 6.17e-109 8 -2561. 5141. 5192. 4381.
## # … with 2 more variables: df.residual <int>, nobs <int>, and abbreviated
## # variable names ¹adj.r.squared, ²statistic, ³deviancecoefplot::coefplot(mod_04)
Interaction of the categorical input with continuous features
mod_05 <- lm( y ~ m*(x5+w+t+z), data = df_reg)
broom::glance(mod_05)## # A tibble: 1 × 12
## r.squared adj.r.squa…¹ sigma stati…² p.value df logLik AIC BIC devia…³
## <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 0.351 0.338 1.88 27.6 9.30e-98 24 -2555. 5163. 5296. 4345.
## # … with 2 more variables: df.residual <int>, nobs <int>, and abbreviated
## # variable names ¹adj.r.squared, ²statistic, ³deviancecoefplot::coefplot(mod_05)
Pair-wise interactions between the continuous features
mod_06 <- lm( y ~ m*(x5+w+t+z)^2, data = df_reg)
broom::glance(mod_06)## # A tibble: 1 × 12
## r.squared adj.r.squa…¹ sigma stati…² p.value df logLik AIC BIC devia…³
## <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 0.382 0.354 1.86 13.7 1.16e-90 54 -2525. 5162. 5450. 4139.
## # … with 2 more variables: df.residual <int>, nobs <int>, and abbreviated
## # variable names ¹adj.r.squared, ²statistic, ³deviancecoefplot::coefplot(mod_06)
Models linear basis function models
All linear additive features
mod_07 <- lm(y~ (.+splines::ns(x1,df=3) +splines::ns(x5,df=3) +splines::ns(z,df=3) -x1 -x5 -z), data=df_reg)
broom::glance(mod_07)## # A tibble: 1 × 12
## r.squ…¹ adj.r…² sigma stati…³ p.value df logLik AIC BIC devia…⁴ df.re…⁵
## <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <int>
## 1 0.751 0.746 1.17 168. 0 22 -1956. 3960. 4084. 1668. 1229
## # … with 1 more variable: nobs <int>, and abbreviated variable names
## # ¹r.squared, ²adj.r.squared, ³statistic, ⁴deviance, ⁵df.residualcoefplot::coefplot(mod_07)
Interaction of the categorical input with all continuous inputs
Combining chemistry inputs with manufacturing processing units and process
mod_08 <- lm(y~ (m)*(splines::ns(x5, 3) + splines::ns(w, 3) + splines::ns(z, 3)), data=df_reg)
broom::glance(mod_08)## # A tibble: 1 × 12
## r.squared adj.r.squ…¹ sigma stati…² p.value df logLik AIC BIC devia…³
## <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 0.495 0.474 1.68 24.0 9.26e-144 49 -2398. 4899. 5160. 3381.
## # … with 2 more variables: df.residual <int>, nobs <int>, and abbreviated
## # variable names ¹adj.r.squared, ²statistic, ³deviancecoefplot::coefplot(mod_08)
##
mod_09<- lm(y~ m+ (splines::ns(x1, 3) * splines::ns(x3, 3) * splines::ns(x5, 2)),data=df_reg)
broom::glance(mod_09)## # A tibble: 1 × 12
## r.squ…¹ adj.r…² sigma stati…³ p.value df logLik AIC BIC devia…⁴ df.re…⁵
## <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <int>
## 1 0.713 0.701 1.26 58.6 0 51 -2044. 4193. 4465. 1918. 1200
## # … with 1 more variable: nobs <int>, and abbreviated variable names
## # ¹r.squared, ²adj.r.squared, ³statistic, ⁴deviance, ⁵df.residualcoefplot::coefplot(mod_09)
mod_10<- lm(y~ m*(splines::ns(x5, 3) * splines::ns(w, 3) * splines::ns(z, 3)),data=df_reg)
broom::glance(mod_10)## # A tibble: 1 × 12
## r.squared adj.r.squ…¹ sigma stati…² p.value df logLik AIC BIC devia…³
## <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 0.737 0.646 1.38 8.17 1.70e-139 319 -1991. 4624. 6271. 1763.
## # … with 2 more variables: df.residual <int>, nobs <int>, and abbreviated
## # variable names ¹adj.r.squared, ²statistic, ³deviancecoefplot::coefplot(mod_10)
Train 10 different models
Performance Metrics
extract_metrics <- function(mod, mod_name)
{
broom::glance(mod) %>%
mutate(model_name = mod_name)
}
model_results <- purrr::map2_dfr(list(mod_01, mod_02, mod_03, mod_04,
mod_05, mod_06, mod_07, mod_08,mod_09,mod_10
),
sprintf("mod-%02d", 1:10),
extract_metrics)model_results %>%
select(r.squared, model_name) %>%
arrange(desc(r.squared))## # A tibble: 10 × 2
## r.squared model_name
## <dbl> <chr>
## 1 0.751 mod-07
## 2 0.737 mod-10
## 3 0.713 mod-09
## 4 0.495 mod-08
## 5 0.382 mod-06
## 6 0.351 mod-05
## 7 0.346 mod-04
## 8 0.114 mod-03
## 9 0.0711 mod-02
## 10 0.0459 mod-01Model 7 is the best model according to r-squared.
model_results %>%
ggplot(mapping = aes(x = model_name, y = r.squared)) +
geom_linerange(mapping = aes(ymin = 0,
ymax = r.squared)) +
geom_point(size = 4.5) +
labs(x = '') +
theme_bw()
Which of the 9 models is the best
mod 7 is the best .
What performance metric did you use to make your selection?
model_results %>%
select(model_name, r.squared, AIC, BIC) %>%
pivot_longer(!c("model_name")) %>%
mutate(model_id = stringr::str_extract(model_name, "\\d+")) %>%
ggplot(mapping = aes(x = model_id, y = value)) +
geom_point(size = 3.5) +
facet_wrap(~name, scales = "free_y") +
labs(x = '') +
theme_bw()
Model 7 is the best model.
Visualize the coefficient summaries for your top 3 models.
Mod_07 ,Mod_09, Mod_10 are the top 3 models.
coefplot::multiplot(mod_07,mod_09,mod_10)
How do the coefficient summaries compare between the top 3 models?
coefficient of mod 7 is more
mod_07 %>% readr::write_rds('mod_07.rds')
mod_08 %>% readr::write_rds('mod_08.rds')
mod_10 %>% readr::write_rds('mod_10.rds')Regression– iiB) Bayesian Linear models
re_load_mod_07 <- readr::read_rds('mod_07.rds')stan_lm for base and derived inputs
set.seed(43212)
bayes_mod01 <- stan_lm( y~ m+ (splines::ns(x1, 2) * splines::ns(x3, 2) * splines::ns(x5, 2)), data = df_reg,
prior = rstanarm::R2(location = 0.5),
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## Chain 4:bayes_mod02 <- stan_lm( y ~ (.+splines::ns(x1,df=2) +splines::ns(x5,df=2) +splines::ns(z,df=2) -x1 -x5 -z), data = df_reg,
prior = rstanarm::R2(location = 0.5),
seed = 432123)##
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## Chain 4:bayes_mod03 <- stan_lm( y~ (.+splines::ns(x1,df=3) +splines::ns(x5,df=3) +splines::ns(z,df=3) -x1 -x5 -z), data = df_reg,
prior = rstanarm::R2(location = 0.5),
seed = 432123)##
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## Chain 4:bayes_mod01 %>% summary()##
## Model Info:
## function: stan_lm
## family: gaussian [identity]
## formula: y ~ m + (splines::ns(x1, 2) * splines::ns(x3, 2) * splines::ns(x5,
## 2))
## algorithm: sampling
## sample: 4000 (posterior sample size)
## priors: see help('prior_summary')
## observations: 1252
## predictors: 31
##
## Estimates:
## mean sd
## (Intercept) -25.0 10.1
## mB -0.2 0.1
## mC -0.1 0.1
## mD -0.3 0.1
## mE 0.0 0.1
## splines::ns(x1, 2)1 62.0 18.2
## splines::ns(x1, 2)2 22.7 6.0
## splines::ns(x3, 2)1 42.1 17.6
## splines::ns(x3, 2)2 17.6 5.3
## splines::ns(x5, 2)1 46.2 17.7
## splines::ns(x5, 2)2 19.6 6.3
## splines::ns(x1, 2)1:splines::ns(x3, 2)1 -85.6 31.8
## splines::ns(x1, 2)2:splines::ns(x3, 2)1 -16.9 10.9
## splines::ns(x1, 2)1:splines::ns(x3, 2)2 -43.6 9.6
## splines::ns(x1, 2)2:splines::ns(x3, 2)2 -15.6 4.6
## splines::ns(x1, 2)1:splines::ns(x5, 2)1 -107.4 31.9
## splines::ns(x1, 2)2:splines::ns(x5, 2)1 -35.1 10.8
## splines::ns(x1, 2)1:splines::ns(x5, 2)2 -41.1 12.6
## splines::ns(x1, 2)2:splines::ns(x5, 2)2 19.7 9.5
## splines::ns(x3, 2)1:splines::ns(x5, 2)1 -63.8 30.6
## splines::ns(x3, 2)2:splines::ns(x5, 2)1 -21.5 9.4
## splines::ns(x3, 2)1:splines::ns(x5, 2)2 -17.9 11.7
## splines::ns(x3, 2)2:splines::ns(x5, 2)2 4.0 5.5
## splines::ns(x1, 2)1:splines::ns(x3, 2)1:splines::ns(x5, 2)1 257.2 57.2
## splines::ns(x1, 2)2:splines::ns(x3, 2)1:splines::ns(x5, 2)1 284.7 39.4
## splines::ns(x1, 2)1:splines::ns(x3, 2)2:splines::ns(x5, 2)1 264.2 38.3
## splines::ns(x1, 2)2:splines::ns(x3, 2)2:splines::ns(x5, 2)1 365.9 62.7
## splines::ns(x1, 2)1:splines::ns(x3, 2)1:splines::ns(x5, 2)2 359.0 47.9
## splines::ns(x1, 2)2:splines::ns(x3, 2)1:splines::ns(x5, 2)2 472.4 75.8
## splines::ns(x1, 2)1:splines::ns(x3, 2)2:splines::ns(x5, 2)2 377.0 72.2
## splines::ns(x1, 2)2:splines::ns(x3, 2)2:splines::ns(x5, 2)2 531.9 129.4
## sigma 1.3 0.0
## log-fit_ratio 0.0 0.0
## R2 0.7 0.0
## 10% 50%
## (Intercept) -38.2 -24.8
## mB -0.3 -0.2
## mC -0.3 -0.1
## mD -0.5 -0.3
## mE -0.2 0.0
## splines::ns(x1, 2)1 39.0 61.7
## splines::ns(x1, 2)2 15.1 22.6
## splines::ns(x3, 2)1 19.8 41.8
## splines::ns(x3, 2)2 11.0 17.5
## splines::ns(x5, 2)1 23.9 45.8
## splines::ns(x5, 2)2 11.8 19.4
## splines::ns(x1, 2)1:splines::ns(x3, 2)1 -126.8 -85.2
## splines::ns(x1, 2)2:splines::ns(x3, 2)1 -31.3 -16.7
## splines::ns(x1, 2)1:splines::ns(x3, 2)2 -56.0 -43.6
## splines::ns(x1, 2)2:splines::ns(x3, 2)2 -21.4 -15.6
## splines::ns(x1, 2)1:splines::ns(x5, 2)1 -148.8 -106.9
## splines::ns(x1, 2)2:splines::ns(x5, 2)1 -49.4 -34.7
## splines::ns(x1, 2)1:splines::ns(x5, 2)2 -57.6 -40.8
## splines::ns(x1, 2)2:splines::ns(x5, 2)2 7.4 19.6
## splines::ns(x3, 2)1:splines::ns(x5, 2)1 -103.1 -63.3
## splines::ns(x3, 2)2:splines::ns(x5, 2)1 -33.8 -21.5
## splines::ns(x3, 2)1:splines::ns(x5, 2)2 -33.4 -17.6
## splines::ns(x3, 2)2:splines::ns(x5, 2)2 -3.0 3.9
## splines::ns(x1, 2)1:splines::ns(x3, 2)1:splines::ns(x5, 2)1 183.5 256.3
## splines::ns(x1, 2)2:splines::ns(x3, 2)1:splines::ns(x5, 2)1 234.4 284.1
## splines::ns(x1, 2)1:splines::ns(x3, 2)2:splines::ns(x5, 2)1 214.7 263.8
## splines::ns(x1, 2)2:splines::ns(x3, 2)2:splines::ns(x5, 2)1 286.3 365.2
## splines::ns(x1, 2)1:splines::ns(x3, 2)1:splines::ns(x5, 2)2 296.4 359.1
## splines::ns(x1, 2)2:splines::ns(x3, 2)1:splines::ns(x5, 2)2 375.8 470.0
## splines::ns(x1, 2)1:splines::ns(x3, 2)2:splines::ns(x5, 2)2 286.2 376.9
## splines::ns(x1, 2)2:splines::ns(x3, 2)2:splines::ns(x5, 2)2 369.3 532.0
## sigma 1.3 1.3
## log-fit_ratio 0.0 0.0
## R2 0.7 0.7
## 90%
## (Intercept) -12.1
## mB 0.0
## mC 0.0
## mD -0.2
## mE 0.1
## splines::ns(x1, 2)1 85.8
## splines::ns(x1, 2)2 30.6
## splines::ns(x3, 2)1 64.9
## splines::ns(x3, 2)2 24.5
## splines::ns(x5, 2)1 69.2
## splines::ns(x5, 2)2 27.7
## splines::ns(x1, 2)1:splines::ns(x3, 2)1 -45.2
## splines::ns(x1, 2)2:splines::ns(x3, 2)1 -3.1
## splines::ns(x1, 2)1:splines::ns(x3, 2)2 -31.3
## splines::ns(x1, 2)2:splines::ns(x3, 2)2 -9.6
## splines::ns(x1, 2)1:splines::ns(x5, 2)1 -66.5
## splines::ns(x1, 2)2:splines::ns(x5, 2)1 -21.7
## splines::ns(x1, 2)1:splines::ns(x5, 2)2 -25.4
## splines::ns(x1, 2)2:splines::ns(x5, 2)2 31.9
## splines::ns(x3, 2)1:splines::ns(x5, 2)1 -25.1
## splines::ns(x3, 2)2:splines::ns(x5, 2)1 -9.7
## splines::ns(x3, 2)1:splines::ns(x5, 2)2 -3.2
## splines::ns(x3, 2)2:splines::ns(x5, 2)2 11.0
## splines::ns(x1, 2)1:splines::ns(x3, 2)1:splines::ns(x5, 2)1 331.3
## splines::ns(x1, 2)2:splines::ns(x3, 2)1:splines::ns(x5, 2)1 336.1
## splines::ns(x1, 2)1:splines::ns(x3, 2)2:splines::ns(x5, 2)1 314.2
## splines::ns(x1, 2)2:splines::ns(x3, 2)2:splines::ns(x5, 2)1 446.2
## splines::ns(x1, 2)1:splines::ns(x3, 2)1:splines::ns(x5, 2)2 421.0
## splines::ns(x1, 2)2:splines::ns(x3, 2)1:splines::ns(x5, 2)2 570.8
## splines::ns(x1, 2)1:splines::ns(x3, 2)2:splines::ns(x5, 2)2 469.7
## splines::ns(x1, 2)2:splines::ns(x3, 2)2:splines::ns(x5, 2)2 698.3
## sigma 1.4
## log-fit_ratio 0.0
## R2 0.7
##
## Fit Diagnostics:
## mean sd 10% 50% 90%
## mean_PPD 0.5 0.1 0.5 0.5 0.6
##
## The mean_ppd is the sample average posterior predictive distribution of the outcome variable (for details see help('summary.stanreg')).
##
## MCMC diagnostics
## mcse Rhat n_eff
## (Intercept) 0.2 1.0 1958
## mB 0.0 1.0 4123
## mC 0.0 1.0 4567
## mD 0.0 1.0 5442
## mE 0.0 1.0 4499
## splines::ns(x1, 2)1 0.4 1.0 2022
## splines::ns(x1, 2)2 0.1 1.0 2041
## splines::ns(x3, 2)1 0.4 1.0 1973
## splines::ns(x3, 2)2 0.1 1.0 1956
## splines::ns(x5, 2)1 0.4 1.0 1957
## splines::ns(x5, 2)2 0.1 1.0 1971
## splines::ns(x1, 2)1:splines::ns(x3, 2)1 0.7 1.0 2065
## splines::ns(x1, 2)2:splines::ns(x3, 2)1 0.2 1.0 2087
## splines::ns(x1, 2)1:splines::ns(x3, 2)2 0.2 1.0 2033
## splines::ns(x1, 2)2:splines::ns(x3, 2)2 0.1 1.0 3088
## splines::ns(x1, 2)1:splines::ns(x5, 2)1 0.7 1.0 2027
## splines::ns(x1, 2)2:splines::ns(x5, 2)1 0.2 1.0 2108
## splines::ns(x1, 2)1:splines::ns(x5, 2)2 0.3 1.0 2247
## splines::ns(x1, 2)2:splines::ns(x5, 2)2 0.1 1.0 4895
## splines::ns(x3, 2)1:splines::ns(x5, 2)1 0.7 1.0 1975
## splines::ns(x3, 2)2:splines::ns(x5, 2)1 0.2 1.0 1965
## splines::ns(x3, 2)1:splines::ns(x5, 2)2 0.3 1.0 2004
## splines::ns(x3, 2)2:splines::ns(x5, 2)2 0.1 1.0 3871
## splines::ns(x1, 2)1:splines::ns(x3, 2)1:splines::ns(x5, 2)1 1.2 1.0 2320
## splines::ns(x1, 2)2:splines::ns(x3, 2)1:splines::ns(x5, 2)1 0.6 1.0 4997
## splines::ns(x1, 2)1:splines::ns(x3, 2)2:splines::ns(x5, 2)1 0.5 1.0 4989
## splines::ns(x1, 2)2:splines::ns(x3, 2)2:splines::ns(x5, 2)1 0.8 1.0 5741
## splines::ns(x1, 2)1:splines::ns(x3, 2)1:splines::ns(x5, 2)2 0.7 1.0 4947
## splines::ns(x1, 2)2:splines::ns(x3, 2)1:splines::ns(x5, 2)2 1.0 1.0 5873
## splines::ns(x1, 2)1:splines::ns(x3, 2)2:splines::ns(x5, 2)2 1.0 1.0 5599
## splines::ns(x1, 2)2:splines::ns(x3, 2)2:splines::ns(x5, 2)2 1.7 1.0 5768
## sigma 0.0 1.0 5244
## log-fit_ratio 0.0 1.0 3492
## R2 0.0 1.0 3581
## mean_PPD 0.0 1.0 3938
## log-posterior 0.3 1.0 461
##
## For each parameter, mcse is Monte Carlo standard error, n_eff is a crude measure of effective sample size, and Rhat is the potential scale reduction factor on split chains (at convergence Rhat=1).bayes_mod02 %>% summary()##
## Model Info:
## function: stan_lm
## family: gaussian [identity]
## formula: y ~ (. + splines::ns(x1, df = 2) + splines::ns(x5, df = 2) +
## splines::ns(z, df = 2) - x1 - x5 - z)
## algorithm: sampling
## sample: 4000 (posterior sample size)
## priors: see help('prior_summary')
## observations: 1252
## predictors: 20
##
## Estimates:
## mean sd 10% 50% 90%
## (Intercept) 2.1 0.6 1.3 2.1 2.9
## x2 -5.2 2.2 -8.0 -5.1 -2.3
## x3 3.3 0.8 2.3 3.3 4.3
## x4 1.7 2.1 -1.0 1.8 4.4
## v1 0.0 0.0 -0.1 0.0 0.0
## v2 -0.4 0.3 -0.7 -0.4 -0.1
## v3 0.0 0.0 0.0 0.0 0.0
## v4 0.1 0.2 -0.1 0.1 0.3
## v5 0.0 0.0 0.0 0.0 0.0
## w 3.5 0.4 3.0 3.5 4.0
## t 0.1 0.0 0.0 0.1 0.1
## mB -0.3 0.1 -0.5 -0.3 -0.2
## mC -0.1 0.1 -0.3 -0.1 0.0
## mD -0.3 0.1 -0.4 -0.3 -0.1
## mE 0.1 0.1 -0.1 0.1 0.2
## splines::ns(x1, df = 2)1 -0.8 1.2 -2.3 -0.8 0.6
## splines::ns(x1, df = 2)2 4.8 0.8 3.8 4.9 5.9
## splines::ns(x5, df = 2)1 -1.8 1.3 -3.5 -1.8 -0.2
## splines::ns(z, df = 2)1 -3.5 2.0 -6.0 -3.5 -1.0
## splines::ns(z, df = 2)2 4.8 0.8 3.7 4.8 5.8
## sigma 1.4 0.0 1.3 1.4 1.4
## log-fit_ratio 0.0 0.0 0.0 0.0 0.0
## R2 0.6 0.0 0.6 0.6 0.7
##
## Fit Diagnostics:
## mean sd 10% 50% 90%
## mean_PPD 0.5 0.1 0.5 0.5 0.6
##
## The mean_ppd is the sample average posterior predictive distribution of the outcome variable (for details see help('summary.stanreg')).
##
## MCMC diagnostics
## mcse Rhat n_eff
## (Intercept) 0.0 1.0 2866
## x2 0.0 1.0 3894
## x3 0.0 1.0 6873
## x4 0.0 1.0 3762
## v1 0.0 1.0 5378
## v2 0.0 1.0 5095
## v3 0.0 1.0 5768
## v4 0.0 1.0 4333
## v5 0.0 1.0 4645
## w 0.0 1.0 5200
## t 0.0 1.0 5664
## mB 0.0 1.0 4811
## mC 0.0 1.0 5614
## mD 0.0 1.0 6209
## mE 0.0 1.0 4915
## splines::ns(x1, df = 2)1 0.0 1.0 4172
## splines::ns(x1, df = 2)2 0.0 1.0 4071
## splines::ns(x5, df = 2)1 0.0 1.0 3616
## splines::ns(z, df = 2)1 0.0 1.0 3934
## splines::ns(z, df = 2)2 0.0 1.0 3943
## sigma 0.0 1.0 5171
## log-fit_ratio 0.0 1.0 3875
## R2 0.0 1.0 3392
## mean_PPD 0.0 1.0 4160
## log-posterior 0.2 1.0 689
##
## For each parameter, mcse is Monte Carlo standard error, n_eff is a crude measure of effective sample size, and Rhat is the potential scale reduction factor on split chains (at convergence Rhat=1).bayes_mod03 %>% summary()##
## Model Info:
## function: stan_lm
## family: gaussian [identity]
## formula: y ~ (. + splines::ns(x1, df = 3) + splines::ns(x5, df = 3) +
## splines::ns(z, df = 3) - x1 - x5 - z)
## algorithm: sampling
## sample: 4000 (posterior sample size)
## priors: see help('prior_summary')
## observations: 1252
## predictors: 23
##
## Estimates:
## mean sd 10% 50% 90%
## (Intercept) 2.6 0.4 2.0 2.6 3.1
## x2 4.5 2.4 1.4 4.5 7.6
## x3 5.7 0.9 4.6 5.7 6.8
## x4 0.1 1.7 -2.1 0.1 2.3
## v1 0.0 0.0 -0.1 0.0 0.0
## v2 -0.3 0.2 -0.6 -0.3 0.0
## v3 0.0 0.0 -0.1 0.0 0.0
## v4 0.2 0.1 0.0 0.2 0.4
## v5 0.0 0.0 0.0 0.0 0.0
## w 2.7 0.3 2.3 2.7 3.1
## t 0.0 0.0 0.0 0.0 0.1
## mB -0.3 0.1 -0.5 -0.3 -0.2
## mC -0.2 0.1 -0.3 -0.2 0.0
## mD -0.3 0.1 -0.4 -0.3 -0.1
## mE 0.0 0.1 -0.2 0.0 0.1
## splines::ns(x1, df = 3)1 4.0 0.6 3.2 4.0 4.8
## splines::ns(x1, df = 3)2 0.8 1.3 -0.9 0.9 2.6
## splines::ns(x1, df = 3)3 7.3 1.0 6.0 7.3 8.5
## splines::ns(x5, df = 3)1 -2.1 0.6 -2.9 -2.1 -1.3
## splines::ns(x5, df = 3)2 -0.5 0.8 -1.5 -0.5 0.5
## splines::ns(z, df = 3)1 -5.6 0.9 -6.8 -5.6 -4.4
## splines::ns(z, df = 3)2 -10.4 2.0 -12.9 -10.4 -7.8
## splines::ns(z, df = 3)3 1.2 1.0 0.0 1.2 2.4
## sigma 1.2 0.0 1.1 1.2 1.2
## log-fit_ratio 0.0 0.0 0.0 0.0 0.0
## R2 0.7 0.0 0.7 0.7 0.8
##
## Fit Diagnostics:
## mean sd 10% 50% 90%
## mean_PPD 0.5 0.0 0.5 0.5 0.6
##
## The mean_ppd is the sample average posterior predictive distribution of the outcome variable (for details see help('summary.stanreg')).
##
## MCMC diagnostics
## mcse Rhat n_eff
## (Intercept) 0.0 1.0 2556
## x2 0.0 1.0 4032
## x3 0.0 1.0 5777
## x4 0.0 1.0 3454
## v1 0.0 1.0 5049
## v2 0.0 1.0 4491
## v3 0.0 1.0 4915
## v4 0.0 1.0 4829
## v5 0.0 1.0 4815
## w 0.0 1.0 5581
## t 0.0 1.0 4896
## mB 0.0 1.0 5109
## mC 0.0 1.0 5149
## mD 0.0 1.0 6344
## mE 0.0 1.0 5222
## splines::ns(x1, df = 3)1 0.0 1.0 4191
## splines::ns(x1, df = 3)2 0.0 1.0 4264
## splines::ns(x1, df = 3)3 0.0 1.0 4196
## splines::ns(x5, df = 3)1 0.0 1.0 3329
## splines::ns(x5, df = 3)2 0.0 1.0 3443
## splines::ns(z, df = 3)1 0.0 1.0 3964
## splines::ns(z, df = 3)2 0.0 1.0 4127
## splines::ns(z, df = 3)3 0.0 1.0 3637
## sigma 0.0 1.0 5841
## log-fit_ratio 0.0 1.0 3830
## R2 0.0 1.0 3782
## mean_PPD 0.0 1.0 3891
## log-posterior 0.2 1.0 655
##
## For each parameter, mcse is Monte Carlo standard error, n_eff is a crude measure of effective sample size, and Rhat is the potential scale reduction factor on split chains (at convergence Rhat=1).posterior_interval(bayes_mod01)## 5%
## (Intercept) -41.97118235
## mB -0.36569188
## mC -0.31104132
## mD -0.50480518
## mE -0.21417672
## splines::ns(x1, 2)1 32.37236045
## splines::ns(x1, 2)2 12.97050560
## splines::ns(x3, 2)1 13.95104742
## splines::ns(x3, 2)2 9.11653485
## splines::ns(x5, 2)1 17.74172014
## splines::ns(x5, 2)2 9.60653787
## splines::ns(x1, 2)1:splines::ns(x3, 2)1 -138.23756600
## splines::ns(x1, 2)2:splines::ns(x3, 2)1 -35.14533584
## splines::ns(x1, 2)1:splines::ns(x3, 2)2 -59.82804418
## splines::ns(x1, 2)2:splines::ns(x3, 2)2 -23.14519081
## splines::ns(x1, 2)1:splines::ns(x5, 2)1 -160.36963270
## splines::ns(x1, 2)2:splines::ns(x5, 2)1 -53.04432044
## splines::ns(x1, 2)1:splines::ns(x5, 2)2 -62.28337628
## splines::ns(x1, 2)2:splines::ns(x5, 2)2 3.84684816
## splines::ns(x3, 2)1:splines::ns(x5, 2)1 -115.55485029
## splines::ns(x3, 2)2:splines::ns(x5, 2)1 -37.10639867
## splines::ns(x3, 2)1:splines::ns(x5, 2)2 -37.96896586
## splines::ns(x3, 2)2:splines::ns(x5, 2)2 -5.19233823
## splines::ns(x1, 2)1:splines::ns(x3, 2)1:splines::ns(x5, 2)1 162.87134642
## splines::ns(x1, 2)2:splines::ns(x3, 2)1:splines::ns(x5, 2)1 221.53313405
## splines::ns(x1, 2)1:splines::ns(x3, 2)2:splines::ns(x5, 2)1 202.05761481
## splines::ns(x1, 2)2:splines::ns(x3, 2)2:splines::ns(x5, 2)1 264.09644661
## splines::ns(x1, 2)1:splines::ns(x3, 2)1:splines::ns(x5, 2)2 280.51017575
## splines::ns(x1, 2)2:splines::ns(x3, 2)1:splines::ns(x5, 2)2 348.37803388
## splines::ns(x1, 2)1:splines::ns(x3, 2)2:splines::ns(x5, 2)2 259.49985302
## splines::ns(x1, 2)2:splines::ns(x3, 2)2:splines::ns(x5, 2)2 317.97560719
## sigma 1.28662736
## log-fit_ratio -0.02515495
## R2 0.64741574
## 95%
## (Intercept) -8.84557192
## mB 0.03051467
## mC 0.08562354
## mD -0.11963873
## mE 0.17760472
## splines::ns(x1, 2)1 92.23379983
## splines::ns(x1, 2)2 32.92745515
## splines::ns(x3, 2)1 71.90412357
## splines::ns(x3, 2)2 26.47202891
## splines::ns(x5, 2)1 76.14351407
## splines::ns(x5, 2)2 30.10790513
## splines::ns(x1, 2)1:splines::ns(x3, 2)1 -34.08033267
## splines::ns(x1, 2)2:splines::ns(x3, 2)1 0.75946105
## splines::ns(x1, 2)1:splines::ns(x3, 2)2 -28.25120325
## splines::ns(x1, 2)2:splines::ns(x3, 2)2 -8.01092964
## splines::ns(x1, 2)1:splines::ns(x5, 2)1 -55.13384530
## splines::ns(x1, 2)2:splines::ns(x5, 2)1 -17.98199368
## splines::ns(x1, 2)1:splines::ns(x5, 2)2 -20.66172659
## splines::ns(x1, 2)2:splines::ns(x5, 2)2 34.90562779
## splines::ns(x3, 2)1:splines::ns(x5, 2)1 -14.23035507
## splines::ns(x3, 2)2:splines::ns(x5, 2)1 -6.45860621
## splines::ns(x3, 2)1:splines::ns(x5, 2)2 0.71016097
## splines::ns(x3, 2)2:splines::ns(x5, 2)2 13.15799786
## splines::ns(x1, 2)1:splines::ns(x3, 2)1:splines::ns(x5, 2)1 351.56634653
## splines::ns(x1, 2)2:splines::ns(x3, 2)1:splines::ns(x5, 2)1 349.32398943
## splines::ns(x1, 2)1:splines::ns(x3, 2)2:splines::ns(x5, 2)1 325.67186117
## splines::ns(x1, 2)2:splines::ns(x3, 2)2:splines::ns(x5, 2)1 470.49035632
## splines::ns(x1, 2)1:splines::ns(x3, 2)1:splines::ns(x5, 2)2 436.99387888
## splines::ns(x1, 2)2:splines::ns(x3, 2)1:splines::ns(x5, 2)2 596.41696669
## splines::ns(x1, 2)1:splines::ns(x3, 2)2:splines::ns(x5, 2)2 496.96846468
## splines::ns(x1, 2)2:splines::ns(x3, 2)2:splines::ns(x5, 2)2 745.78354373
## sigma 1.37356874
## log-fit_ratio 0.02178579
## R2 0.68869562posterior_interval(bayes_mod02)## 5% 95%
## (Intercept) 1.039801720 3.1220264106
## x2 -8.822813455 -1.5014171556
## x3 1.977608152 4.5885143140
## x4 -1.753925993 5.2049379738
## v1 -0.088467278 -0.0030981085
## v2 -0.822649484 0.0411298129
## v3 -0.055416298 -0.0032084144
## v4 -0.178766112 0.3876411927
## v5 -0.036824785 0.0007595537
## w 2.820246250 4.0957131984
## t -0.001655206 0.1393381237
## mB -0.546174630 -0.1212851307
## mC -0.324372771 0.0842235595
## mD -0.470810855 -0.0473423580
## mE -0.162329474 0.2659928184
## splines::ns(x1, df = 2)1 -2.795827678 1.1154167109
## splines::ns(x1, df = 2)2 3.490096827 6.1793200070
## splines::ns(x5, df = 2)1 -3.911074898 0.2975731223
## splines::ns(z, df = 2)1 -6.688871779 -0.2381018540
## splines::ns(z, df = 2)2 3.424406509 6.0781602070
## sigma 1.333051149 1.4266412109
## log-fit_ratio -0.026563241 0.0232883250
## R2 0.620482927 0.6650569283posterior_interval(bayes_mod03)## 5% 95%
## (Intercept) 1.83452543 3.278585078
## x2 0.47140209 8.522085413
## x3 4.22116081 7.144797530
## x4 -2.75870445 2.832587425
## v1 -0.07203682 0.001494933
## v2 -0.66942503 0.072054773
## v3 -0.06430303 -0.020547734
## v4 -0.05123916 0.420261228
## v5 -0.03008571 0.002821796
## w 2.17304110 3.260150202
## t -0.02181765 0.102743466
## mB -0.52860005 -0.162168671
## mC -0.34028605 0.012377753
## mD -0.43734083 -0.081931931
## mE -0.19102869 0.162551982
## splines::ns(x1, df = 3)1 2.91292907 5.035420913
## splines::ns(x1, df = 3)2 -1.33365990 3.087608071
## splines::ns(x1, df = 3)3 5.58982151 8.937900539
## splines::ns(x5, df = 3)1 -3.15727358 -1.086019174
## splines::ns(x5, df = 3)2 -1.78245446 0.794286889
## splines::ns(z, df = 3)1 -7.20189166 -4.096936707
## splines::ns(z, df = 3)2 -13.69572318 -7.090336030
## splines::ns(z, df = 3)3 -0.38403231 2.730017534
## sigma 1.13234130 1.209780987
## log-fit_ratio -0.02264809 0.020349250
## R2 0.72633433 0.759131595rstanarm::bayes_R2(bayes_mod01) %>% quantile(c(0.05, 0.5, 0.95))## 5% 50% 95%
## 0.6474157 0.6687012 0.6886956Posterior visualizations
plot(bayes_mod01) + theme_bw()
plot(bayes_mod02) + theme_bw()
Alternatively, you may use rstanarm’s stan_lm() or stan_glm() function to fit full Bayesian linear models with syntax like R’s lm().
plot(bayes_mod03) + theme_bw()
After fitting the 2 models, you must identify the best model. Which performance metric did you use to make your selection?
all_models_rsq <-purrr::map2_dfr(list(bayes_mod01, bayes_mod02 ,bayes_mod03),
as.character(1:3),
function(mod, mod_name){tibble::tibble(rsquared = bayes_R2(mod)) %>%
mutate(model_name = mod_name)})
all_models_rsq%>%
ggplot(mapping = aes(x = rsquared)) +
geom_freqpoly(bins = 55,
mapping = aes(color = model_name),
size = 1.1) +
coord_cartesian(xlim = c(0, 1)) +
ggthemes::scale_color_colorblind("Model") +
theme_bw()## Warning: Using `size` aesthetic for lines was deprecated in ggplot2 3.4.0.
## ℹ Please use `linewidth` instead.
purrr::map2_dfr(list(bayes_mod01, bayes_mod02,bayes_mod03),
as.character(1:3),
function(mod, mod_name){as.data.frame(mod) %>% tibble::as_tibble() %>%
select(sigma) %>%
mutate(model_name = mod_name)}) %>%
ggplot(mapping = aes(x = sigma)) +
geom_freqpoly(bins = 55,
mapping = aes(color = model_name),
size = 1.1) +
ggthemes::scale_color_colorblind("Model") +
theme_bw()
all_models_rsq %>%
ggplot(mapping = aes(x = model_name, y = rsquared, fill = model_name)) +
geom_boxplot(width = 0.3) +
scale_fill_brewer(palette = "Set2") +
theme_bw() +
theme(aspect.ratio = 1)
Performance of both the models are almost same, so I choose model 1 as it’s performance is slightly better.
Visualize the regression coefficient posterior summary statistics for your best model.
Visualizing Posterior coefficient summary for the best model
plot(bayes_mod01, pars = names(bayes_mod01$coefficients)) +
geom_vline(xintercept = 0, color = "grey", linetype = "dashed", size = 1.0) +
theme_bw()
Read Mod_07
re_load_mod_07 <- readr::read_rds('mod_07.rds')Regression – iiC) Linear models Predictions
as.data.frame(bayes_mod03) %>% tibble::as_tibble() %>%
ggplot(mapping = aes(x = sigma)) +
geom_histogram(bins = 55) +
theme_bw()
as.data.frame(bayes_mod03) %>% tibble::as_tibble() %>%
ggplot(mapping = aes(x = sigma)) +
geom_histogram(bins = 55) +
geom_vline(xintercept = stats::sigma(re_load_mod_07),
color = "red", linetype = "dashed", size = 1.1)
as.data.frame(bayes_mod01) %>% tibble::as_tibble() %>%
select(sigma) %>%
pull() %>%
quantile(c(0.05, 0.5, 0.95))## 5% 50% 95%
## 1.286627 1.329188 1.373569bayes_mod01 %>% readr::write_rds('bayes_mod01.rds')
bayes_mod02 %>% readr::write_rds('bayes_mod02.rds')
bayes_mod03 %>% readr::write_rds('bayes_mod03.rds')For your best model: Study the posterior uncertainty in the noise (residual error), 𝜎. How does the lm() maximum likelihood estimate (MLE) on 𝜎 relate to the posterior uncertainty on 𝜎? • Do you feel the posterior is precise or are we quite uncertain about 𝜎?
Testing
bayes_mod01 <- readr::read_rds('bayes_mod01.rds')
bayes_mod02 <- readr::read_rds('bayes_mod02.rds')
bayes_mod03 <- readr::read_rds('bayes_mod03.rds')Holdout set Prediction
holdout <- readr::read_csv('fall2022_holdout_inputs.csv', col_names = TRUE)## Rows: 217 Columns: 10
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (1): m
## dbl (9): x1, x2, x3, x4, v1, v2, v3, v4, v5
##
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.df_holdout <- holdout %>%
mutate(x5 = 1 - (x1 + x2 + x3 + x4),
w = x2 / (x3 + x4),
z = (x1 + x2) / (x5 + x4),
t = v1 * v2) %>%
select(x1,x2,x3,x4,v1,v2,v3,v4,v4,v5,x5,w,z,t,m) %>%
glimpse()## Rows: 217
## Columns: 14
## $ x1 <dbl> 0.107736, 0.300597, 0.496829, 0.244908, 0.388470, 0.110522, 0.49239…
## $ x2 <dbl> 0.022262, 0.058640, 0.031170, 0.033900, 0.053426, 0.051354, 0.03327…
## $ x3 <dbl> 0.113261, 0.106367, 0.093909, 0.210922, 0.197543, 0.269977, 0.23978…
## $ x4 <dbl> 0.050347, 0.049486, 0.049447, 0.048939, 0.049832, 0.051235, 0.05022…
## $ v1 <dbl> 6.423952, 6.211491, 1.383901, 8.891101, 3.868564, 1.340790, 6.28704…
## $ v2 <dbl> 0.205828, 0.392679, 0.800464, 0.800688, 0.206151, 0.555273, 0.60527…
## $ v3 <dbl> 1.892627, 2.120956, 7.940589, 1.931002, 8.039055, 2.061072, 8.04047…
## $ v4 <dbl> 0.105402, 0.114334, 0.439570, 0.451399, 0.586806, 0.565206, 0.88799…
## $ v5 <dbl> 0.671098, 2.107955, 9.841814, 9.175254, 6.341170, 9.268104, 4.91895…
## $ x5 <dbl> 0.706394, 0.484910, 0.328645, 0.461331, 0.310729, 0.516912, 0.18431…
## $ w <dbl> 0.1360691, 0.3762520, 0.2174307, 0.1304544, 0.2159717, 0.1598757, 0…
## $ z <dbl> 0.1717866, 0.6722300, 1.3964829, 0.5463931, 1.2255790, 0.2849192, 2…
## $ t <dbl> 1.3222292, 2.4391221, 1.1077629, 7.1189979, 0.7975083, 0.7445045, 3…
## $ m <chr> "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A…df_test_reg <- df_reg %>%
select(x1,x2,x3,x4,v1,v2,v3,v4,v5,x5,w,z,t,m) %>%
glimpse()## Rows: 1,252
## Columns: 14
## $ x1 <dbl> 0.025878, 0.030768, 0.019325, 0.306212, 0.031296, 0.031073, 0.02440…
## $ x2 <dbl> 0.255934, 0.261575, 0.020877, 0.033379, 0.259342, 0.027119, 0.03183…
## $ x3 <dbl> 0.492830, 0.498460, 0.258360, 0.255385, 0.264387, 0.260915, 0.02205…
## $ x4 <dbl> 0.012770, 0.055779, 0.012424, 0.056190, 0.056594, 0.055192, 0.05575…
## $ v1 <dbl> 0.275651, 0.343204, 4.998508, 5.090153, 5.031107, 9.977407, 0.23012…
## $ v2 <dbl> 0.033657, 0.027082, 0.030259, 0.052342, 0.517705, 0.532436, 1.00521…
## $ v3 <dbl> 1.166214, 1.260579, 1.298285, 1.322005, 1.368195, 1.298797, 1.16544…
## $ v4 <dbl> 0.408402, 0.664248, 0.412870, 0.652111, 0.533701, 0.857509, 0.69071…
## $ v5 <dbl> 0.525226, 2.866343, 0.409007, 0.861594, 6.451933, 0.958574, 0.20876…
## $ x5 <dbl> 0.212588, 0.153418, 0.689014, 0.348834, 0.388381, 0.625701, 0.86595…
## $ w <dbl> 0.50619858, 0.47195344, 0.07709835, 0.10712990, 0.80796683, 0.08579…
## $ z <dbl> 1.25050808, 1.39745312, 0.05731369, 0.83844661, 0.65315580, 0.08546…
## $ t <dbl> 0.009277586, 0.009294651, 0.151249854, 0.266428788, 2.604629249, 5.…
## $ m <chr> "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A…sprintf("columns in df_all: %d vs columns in holdout: %d", ncol(df_test_reg), ncol(df_holdout))## [1] "columns in df_all: 14 vs columns in holdout: 14"df_holdout %>% names()## [1] "x1" "x2" "x3" "x4" "v1" "v2" "v3" "v4" "v5" "x5" "w" "z" "t" "m"df_test_reg %>% names()## [1] "x1" "x2" "x3" "x4" "v1" "v2" "v3" "v4" "v5" "x5" "w" "z" "t" "m"pred_01 <- posterior_predict(bayes_mod01,df_holdout) pred_02 <- posterior_predict(bayes_mod02, df_holdout) pred_03 <- posterior_predict(bayes_mod03, df_holdout) Regression – iiD) Train/tune with resampling
Train, assess, tune, and compare more complex methods via resampling.
Caret to handle the preprocessing, training, testing, and evaluation.
Resampling and performance metrics
library(caret)## Loading required package: lattice##
## Attaching package: 'caret'## The following objects are masked from 'package:rstanarm':
##
## compare_models, R2## The following object is masked from 'package:purrr':
##
## liftmy_ctrl <- trainControl(method = "repeatedcv", number = 5, repeats = 3)
my_metric <- "RMSE"Basic linear models
set.seed(2021)
fit_lm_1 <- train(y ~ x1 + x2 + x3 + x4+v1+v2+v3+v4+v5+m,
data = df_reg,
method = "lm",
metric = my_metric,
preProcess = c("center", "scale"),
trControl = my_ctrl)
fit_lm_1## Linear Regression
##
## 1252 samples
## 10 predictor
##
## Pre-processing: centered (13), scaled (13)
## Resampling: Cross-Validated (5 fold, repeated 3 times)
## Summary of sample sizes: 1000, 1001, 1002, 1003, 1002, 1004, ...
## Resampling results:
##
## RMSE Rsquared MAE
## 2.288961 0.0345222 1.795044
##
## Tuning parameter 'intercept' was held constant at a value of TRUEset.seed(2021)
fit_lm_2 <- train(y ~ x5+t+z+w,
data = df_reg,
method = "lm",
metric = my_metric,
preProcess = c("center", "scale"),
trControl = my_ctrl)
fit_lm_2## Linear Regression
##
## 1252 samples
## 4 predictor
##
## Pre-processing: centered (4), scaled (4)
## Resampling: Cross-Validated (5 fold, repeated 3 times)
## Summary of sample sizes: 1000, 1001, 1002, 1003, 1002, 1004, ...
## Resampling results:
##
## RMSE Rsquared MAE
## 1.888074 0.3394362 1.423444
##
## Tuning parameter 'intercept' was held constant at a value of TRUERegularized regression with elastic net
Regression – iiD) Train/tune with resampling
Train and tune the neural network, random forest, and the gradient boosted tree with the “base feature” set AND AGAIN with the “expanded feature” set.
Regularized regression with Elastic net • Interact the categorical variable with all pair-wise interactions of the continuous features. • The more complex of the 2 models selected from iiA)
set.seed(2021)
fit_enet_1 <- train(y ~ (x5+z+t+w)^2 +I(x5^2) + I(z^3),
data = df_reg,
method = "glmnet",
metric = my_metric,
preProcess = c("center", "scale"),
trControl = my_ctrl)
fit_enet_1## glmnet
##
## 1252 samples
## 4 predictor
##
## Pre-processing: centered (12), scaled (12)
## Resampling: Cross-Validated (5 fold, repeated 3 times)
## Summary of sample sizes: 1000, 1001, 1002, 1003, 1002, 1004, ...
## Resampling results across tuning parameters:
##
## alpha lambda RMSE Rsquared MAE
## 0.10 0.002655937 1.760721 0.4204608 1.341777
## 0.10 0.026559373 1.761087 0.4205452 1.338515
## 0.10 0.265593729 1.784940 0.4136303 1.363440
## 0.55 0.002655937 1.759979 0.4209123 1.340721
## 0.55 0.026559373 1.760016 0.4213436 1.337622
## 0.55 0.265593729 1.806705 0.4074851 1.383584
## 1.00 0.002655937 1.760059 0.4208593 1.340180
## 1.00 0.026559373 1.757837 0.4228797 1.336745
## 1.00 0.265593729 1.842735 0.3900940 1.411926
##
## RMSE was used to select the optimal model using the smallest value.
## The final values used for the model were alpha = 1 and lambda = 0.02655937.Elastic net with all pair-wise interactions between all 5 inputs and polynomial features for log_f.
set.seed(2021)
fit_enet_3 <- train(y ~ m*( x5 + z + t+w)^2 + I(x5^2) + I(z^3),
data = df_reg,
method = "glmnet",
metric = my_metric,
preProcess = c("center", "scale"),
trControl = my_ctrl)
fit_enet_3## glmnet
##
## 1252 samples
## 5 predictor
##
## Pre-processing: centered (56), scaled (56)
## Resampling: Cross-Validated (5 fold, repeated 3 times)
## Summary of sample sizes: 1000, 1001, 1002, 1003, 1002, 1004, ...
## Resampling results across tuning parameters:
##
## alpha lambda RMSE Rsquared MAE
## 0.10 0.002655937 1.810050 0.3909339 1.370753
## 0.10 0.026559373 1.787860 0.4034382 1.353356
## 0.10 0.265593729 1.788102 0.4105130 1.363884
## 0.55 0.002655937 1.801054 0.3961506 1.364361
## 0.55 0.026559373 1.768247 0.4159127 1.340595
## 0.55 0.265593729 1.807102 0.4071584 1.383507
## 1.00 0.002655937 1.794371 0.4001682 1.359887
## 1.00 0.026559373 1.762084 0.4200078 1.337492
## 1.00 0.265593729 1.842735 0.3900940 1.411926
##
## RMSE was used to select the optimal model using the smallest value.
## The final values used for the model were alpha = 1 and lambda = 0.02655937.Neural network – once with “base feature” set & once with “expanded feature” set
##Neural network
set.seed(2021)
fit_nnet_1 <- train(y ~ m*(x5+t+z+w),
data = df_reg,
method = "nnet",
metric = my_metric,
preProcess = c("center", "scale"),
trControl = my_ctrl,
trace = FALSE,
linout = TRUE)fit_nnet_1## Neural Network
##
## 1252 samples
## 5 predictor
##
## Pre-processing: centered (24), scaled (24)
## Resampling: Cross-Validated (5 fold, repeated 3 times)
## Summary of sample sizes: 1000, 1001, 1002, 1003, 1002, 1004, ...
## Resampling results across tuning parameters:
##
## size decay RMSE Rsquared MAE
## 1 0e+00 1.839083 0.3732559 1.395102
## 1 1e-04 1.825750 0.3804818 1.371632
## 1 1e-01 1.789267 0.4047097 1.346184
## 3 0e+00 1.854487 0.3733886 1.404101
## 3 1e-04 1.822084 0.3904449 1.390384
## 3 1e-01 1.800673 0.4038792 1.360687
## 5 0e+00 1.850939 0.3842588 1.402280
## 5 1e-04 1.838783 0.3910460 1.399044
## 5 1e-01 1.770872 0.4239384 1.347690
##
## RMSE was used to select the optimal model using the smallest value.
## The final values used for the model were size = 5 and decay = 0.1.Let’s try to tune the neural network to see if performance can be improved.
nnet_grid <- expand.grid(size = c(2, 4, 6, 8, 10, 12),
decay = exp(seq(-6, 2, length.out = 13)))
set.seed(2021)
fit_nnet_2 <- train(y ~ m*(x5+t+w+z),
data = df_reg,
method = "nnet",
metric = my_metric,
tuneGrid = nnet_grid,
preProcess = c("center", "scale"),
trControl = my_ctrl,
trace = FALSE,
linout = TRUE)Visualize the tuning results.
plot(fit_nnet_2, xTrans = log)
fit_nnet_2$bestTune## size decay
## 12 2 3.793668Random forest – once with “base feature” set & once with “expanded feature” set
#Random forest
set.seed(2021)
fit_rf <- train(y ~ m*(x5+t+w+z),
data = df_reg,
method = "rf",
metric = my_metric,
trControl = my_ctrl,
importance = TRUE)
fit_rf## Random Forest
##
## 1252 samples
## 5 predictor
##
## No pre-processing
## Resampling: Cross-Validated (5 fold, repeated 3 times)
## Summary of sample sizes: 1000, 1001, 1002, 1003, 1002, 1004, ...
## Resampling results across tuning parameters:
##
## mtry RMSE Rsquared MAE
## 2 1.691467 0.5060618 1.305657
## 13 1.401218 0.6349791 1.021595
## 24 1.390382 0.6402239 1.005588
##
## RMSE was used to select the optimal model using the smallest value.
## The final value used for the model was mtry = 24.Gradient boosted tree – once with “base feature” set & once with “expanded feature” set
##Gradient boosted tree ####There are multiple implementations of gradient boosted trees. We will use XGBoost.
set.seed(2021)
fit_xgb <- train(y ~ m*(x5+w+t+z),
data = df_reg,
method = "xgbTree",
metric = my_metric,
trControl = my_ctrl,
objective = 'reg:squarederror')## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.fit_xgb$bestTune## nrounds max_depth eta gamma colsample_bytree min_child_weight subsample
## 53 100 3 0.3 0 0.8 1 1plot(fit_xgb)
Tuning
xgb_grid <- expand.grid(nrounds = seq(100, 700, by = 100),
max_depth = c(3, 4, 5),
eta = c(0.5*fit_xgb$bestTune$eta, fit_xgb$bestTune$eta),
gamma = fit_xgb$bestTune$gamma,
colsample_bytree = fit_xgb$bestTune$colsample_bytree,
min_child_weight = fit_xgb$bestTune$min_child_weight,
subsample = fit_xgb$bestTune$subsample)
set.seed(2021)
fit_xgb_tune <- train(y ~ m*(x5+w+t+z),
data = df_reg,
method = "xgbTree",
tuneGrid = xgb_grid,
metric = my_metric,
trControl = my_ctrl,
objective = 'reg:squarederror')## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:15:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:15:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.## [16:16:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [16:16:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.## Warning in check.booster.params(params, ...): The following parameters were provided multiple times:
## objective
## Only the last value for each of them will be used.plot(fit_xgb_tune)
Compare models
Compile the resampling results together.
my_results <- resamples(list(LM_1 = fit_lm_1,
LM_2 = fit_lm_2,
ENET_1 = fit_enet_1,
ENET_3 = fit_enet_3,
NNET = fit_nnet_1,
NNET_2 = fit_nnet_2,
RF = fit_rf,
XGB = fit_xgb_tune))#Compare models based on RMSE.
dotplot(my_results, metric = "RMSE")
#Compare the models based on R-squared.
dotplot(my_results, metric = "Rsquared")
Which inputs seem important?
Variable importances
plot(varImp(fit_rf))
plot(varImp(fit_xgb_tune))
Decide the resampling scheme, what kind of pre processing options you should consider, and the performance metric you will focus on.
Identifying the best model.
XGboost is the best model.
z,x5,w, t are the most important features.
fit_xgb %>% readr::write_rds('reg_best_model.rds')